Ashish Trehan
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Notes
Short notes on Python, statistics, optimization, and working with data.
Algorithms
Genetic Algorithm
Mar 2017
Computer Vision
Computer Vision
Mar 2020
Data Visualization
Tableau Dashboard
Mar 2020
General
Parler Quick Ad-hoc Analysis
Feb 2021
Nonlinear Optimization
Feb 2020
Galton-Watson Process
Feb 2020
Data Science in Commandline
Feb 2019
Game Theory
Mar 2018
Arrays
Jan 2018
System of Equations
Jan 2016
Infrastructure and Tools
Deploy Jupyter Data Stack using Docker!
Jan 2019
Math
Mathematical Notation Cheatsheet
Jan 2016
Optimization
Particle Swarm Optimization
Jan 2020
Pandas
Having fun with Pandas!
Apr 2016
Probability
Probabilities
May 2018
Python Basics
Arrays Functions
Jan 2018
Regression
Least Squares Regression
Mar 2017
Shrinkage
Shrinkage Methods
Mar 2017
Software Engineering
Testing in Data Science
Mar 2017
Statistics
Hypothesis Testing
Jan 2019
Outlier Detection
Nov 2018
Compare Two Means
Mar 2017